Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003054

The MH-36 locality cells most similar to this Hingoli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.317

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002899

distance 0.317

#2 · Hingolicell 4770001619

distance 0.354

#3 · Bhandaracell 4710001335

distance 0.417 · cross-district

#4 · Amravaticell 4680002421

distance 0.426 · cross-district

#5 · Bhandaracell 4710002081

distance 0.427 · cross-district

#6 · Nagpurcell 4840001245

distance 0.428 · cross-district

#7 · Hingolicell 4770002977

distance 0.444

#8 · Chhatrapati Sambhajinagarcell 4690003094

distance 0.445 · cross-district

#9 · Bhandaracell 4710001687

distance 0.449 · cross-district

#10 · Gondiacell 4760002535

distance 0.476 · cross-district

#11 · Bhandaracell 4710002438

distance 0.479 · cross-district

#12 · Akolacell 4670004361

distance 0.483 · cross-district

#13 · Bhandaracell 4710002389

distance 0.489 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690008832

distance 0.489 · cross-district

#15 · Jalgaoncell 4780005500

distance 0.489 · cross-district

#16 · Jalgaoncell 4780006529

distance 0.495 · cross-district

#17 · Bhandaracell 4710001849

distance 0.497 · cross-district

#18 · Laturcell 4810005228

distance 0.499 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":477,"cluster_id":4770003054}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.